Condition (\(\mathcal {C}\) .REF ) reflects the restriction on the number of covariates that can be considered in this study. For the AL estimate, this assumption is very similar to the one required by [1]} when \(\mu _n\)  is replaced by \(n\)  and where the number of non-zero coefficients \(s_n\)  is constant.
